Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Why H200 shows only few improvement over H100 on Mistral-7B? #1570

Open
shixuan94 opened this issue May 10, 2024 · 0 comments
Open

Why H200 shows only few improvement over H100 on Mistral-7B? #1570

shixuan94 opened this issue May 10, 2024 · 0 comments
Assignees
Labels
perf Issue about performance number

Comments

@shixuan94
Copy link

According to the reported performance in "https://nvidia.github.io/TensorRT-LLM/performance/perf-overview.html", with same batchsize and TP, Mistral 7B performance on H200 and H100 are:
(1)128, 128: 20404, 20460.
(2)128, 2048: 8623, 8950. (3.8% improvement)
(3)2048, 128: 2405, 2423.
(4)2048, 2048: 3731, 3867. (3.6% improvement)
On case (2) and (4), which are most likely to be memory-bound, since H200 has improved the HBM bandwidth to 4.8TB/s, significant improvements should be observed, I guess?

@byshiue byshiue added the perf Issue about performance number label May 10, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
perf Issue about performance number
Projects
None yet
Development

No branches or pull requests

3 participants